Defect detection in raw hide and wet blue leather

Proceedings of the International Symposium CompIMAGE 2006 - Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications

Volumn , Issue , 2007, Pages 355-360

  Pistori, Hemerson ^a,b   Paraguassu, William A ^a,b   Martins, Priscila S ^a,b   Conti, Mauro P ^a,b   Pereira, Mariana A ^c   Jacinto, Manuel A ^c  

^a UNIVERSIDADE CATÓLICA DOM BOSCO   (Brazil)

^b GPEC Research Group in Engineering and Computing   (Brazil)

^c EMBRAPA CERRADOS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

CO-OCCURRENCE MATRICES; COLOR-BASED MODELS; DATA SETS; DEFECT DETECTIONS; DIGITAL IMAGES; MACHINE-LEARNING TECHNIQUES; RAW HIDES; TEXTURE ANALYSIS; TRAINING AND TESTING;

COMPUTER VISION; LEARNING ALGORITHMS; LEARNING SYSTEMS; STATISTICAL TESTS; TANNING;

LEATHER;

EID: 60749087673     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Aha, D. W., D. Kibler, and M. Albert (1991). Instance-based learning algorithms. Machine Learning 6, 37-66.
2. Azencott, R., J. Wang, and L. Younes (1997, February). Texture classification using windowed Fourier filters. 19(2), 148-153.
3. Barlee, R., D. Lanning, and W. McLean (1999). The manufacture of leather. Journal of Designer Bookbinders 19, 48-59.
4. Cessie, S. L. and J. C. van Houwelingen (1992). Ridge estimators in logistic regression. Applied Statistics 41(1), 191-201.
5. Chetverikov, D. (2000). Structural defects: General approach and application to textile inspection. In 1CPR00, Volume 1, pp. 521-524.
6. da Costa, A. B. (2002, Dezembro). Estudo da competitividade de cadeias integradas no brasil: Impactos das zonas de livre comrcio. Technical report, Institute de Economia da Universidade Estadual de Campinas.
7. Figueiredo, M. A. (2000). On gaussian radial basis function approximations: Interpretation, extensions, and learning strategies. In Proceedings of the 15th International Conference on Pattern Recognition, Volume 2, pp. 2618-2622.
8. Georgieva, L., K. Krastev, and N. Angelov (2003). Identification of surface leather defects. In CompSysTech '03: Proceedings of the 4th international conference conference on Computer systems and technologies, New York, NY, USA, pp. 303-307. ACM Press.
9. Gomes, A. (2002). Aspectos da cadeia produtiva do couro bovino no Brasil e em Mato Grosso do Sul. In Palestras e proposies: Reunies Tcnicas sobre Couros e Peles, 25 a 27 de setembro e 29 de outubro a 1 de novembro de 2001, pp. 61-72. Embrapa Gado de Corte.
10. Grigorescu, S., N. Petkov, and P. Kruizinga (2002). Comparison of texture features based on Gabor filters. IEEE Trans, on Image Processing 11(10), 1160-1167.
11. Jobanputra, R. and D. Clausi (2004). Texture analysis using gaussian weighted grey level cooccurrence probabilities. In Proceedings of the Canadian Conference on Computer and Robot Vision - CRV, pp. 51-57.
12. Keerthi, S., S. Shevade, C. Bhattacharyya, and K. Murthy (2001). Improvements to platt's SMO algorithm for SVM classifier design. Neural Computation 13(3), 637-649.
13. Krastev, K., L. Georgieva, and N. Angelov (2004). Leather features selection for defects' recognition using fuzzy logic. In CompSysTech '04: Proceedings of the 5th international conference on Computer systems and technologies, New York, NY, USA, pp. 1-6. ACM Press.
14. Kumar, A. and G. Pang (2002, March). Defect detection in textured materials using gabor filters. IEEE Transactions on Industry Applications 38(2).
15. Latif-Amet, A., A. Ertuzun, and A. Ercil (2000, May). An efficient method for texture defect detection: Subband domain co-occurrence matrices. Image and Vision Computing 18(6), 543-553.
16. Matthey, H., J. F. Fabiosa, and F. H. Fuller (2004, May). Brazil: The future of modern agriculture. MATRIC.
17. Menp, M. P. T. O. T. (2002). Multiresolution gray scale and rotation invariant texture classification with local binary patterns. In IEEE Transactions on Pattern Analysis and Machine Intelligence 24, pp. 971-987.
18. Roberts, M. and D. Etherington (1981). Bookbinding and the Conservation of Books: A Dictionary of Descriptive Terminology. Library of Congress.
19. Singh, M. and S. Singh (2002). Spatial texture analysis: a comparative study. In ICPR02, pp. I: 676-679.
20. Sobral, J. L. (2005, September). Optimised filters for texture defect detection. In Proc. of the IEEE International Conference on Image Processing, Volume 3, pp. 565-573.
21. Valdes, C. (2006, April). Brazil emerges as major force in global meat markets. Amber Waves - The Economics of Food, Farming, Natural Resources and Rural America.
22. Witten, I. H. and E. Frank (2005). Data Mining: Practical Machine Learning Tools and Techniques. San Francisco:
23. Morgan Kaufmann.
24. Yeh, C. and D. B. Perng (2001). Establishing a demerit count reference standard for the classification and grading of leather hides. International Journal of Advanced Manufacturing 18, 731-738.